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Data Augmentation

Papers archive 2025-07-28

archive papers tagged: 8,378 · with a code link: 3,225 · where Syntology ran a sample: 692 (567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (692 of 8,378 tagged: 567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 75 of 84: papers 7,401 to 7,500 of 8,378, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• SeismoFlow -- Data augmentation for the class imbalance problem
  23 Jul 2020 0 repositories listed
• Investigating Bias and Fairness in Facial Expression Recognition
  20 Jul 2020 0 repositories listed
• Multimodal Dialogue State Tracking By QA Approach with Data Augmentation
  20 Jul 2020 0 repositories listed
• Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation
  18 Jul 2020 0 repositories listed
• On regularization of gradient descent, layer imbalance and flat minima
  18 Jul 2020 0 repositories listed
• 2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge
  17 Jul 2020 0 repositories listed
• Learning End-to-End Action Interaction by Paired-Embedding Data Augmentation
  16 Jul 2020 0 repositories listed
• Towards Evaluating Driver Fatigue with Robust Deep Learning Models
  16 Jul 2020 0 repositories listed
• An Ensemble of Convolutional Neural Networks for Audio Classification
  15 Jul 2020 0 repositories listed
• The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs
  15 Jul 2020 0 repositories listed
• Deep Transformer based Data Augmentation with Subword Units for Morphologically Rich Online ASR
  14 Jul 2020 0 repositories listed
• A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues
  13 Jul 2020 0 repositories listed
• The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results
  12 Jul 2020 0 repositories listed
• Complex Wavelet SSIM based Image Data Augmentation
  11 Jul 2020 0 repositories listed
• M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification
  11 Jul 2020 0 repositories listed
• EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision
  10 Jul 2020 0 repositories listed
• Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques
  10 Jul 2020 0 repositories listed
• Spine Landmark Localization with combining of Heatmap Regression and Direct Coordinate Regression
  10 Jul 2020 0 repositories listed
• Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional Neural Network
  9 Jul 2020 0 repositories listed
• Untapped Potential of Data Augmentation: A Domain Generalization Viewpoint
  9 Jul 2020 0 repositories listed
• Diverse Ensembles Improve Calibration
  8 Jul 2020 0 repositories listed
• CrossCount: A Deep Learning System for Device-free Human Counting using WiFi
  7 Jul 2020 0 repositories listed
• Deep Learning for Apple Diseases: Classification and Identification
  6 Jul 2020 0 repositories listed
• On Data Augmentation and Adversarial Risk: An Empirical Analysis
  6 Jul 2020 0 repositories listed
• DRDr: Automatic Masking of Exudates and Microaneurysms Caused By Diabetic Retinopathy Using Mask R-CNN and Transfer Learning
  4 Jul 2020 0 repositories listed
• Robust Prediction of Punctuation and Truecasing for Medical ASR
  4 Jul 2020 0 repositories listed
• Text Data Augmentation: Towards better detection of spear-phishing emails
  4 Jul 2020 0 repositories listed
• A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle
  1 Jul 2020 0 repositories listed
• Boosting Neural Machine Translation with Similar Translations
  1 Jul 2020 0 repositories listed
• Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning
  1 Jul 2020 0 repositories listed
• Complementary Systems for Off-Topic Spoken Response Detection
  1 Jul 2020 0 repositories listed
• Data Augmentation for Transformer-based G2P
  1 Jul 2020 0 repositories listed
• End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning
  1 Jul 2020 0 repositories listed
• Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection
  1 Jul 2020 0 repositories listed
• Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity
  1 Jul 2020 0 repositories listed
• How to Tame Your Data: Data Augmentation for Dialog State Tracking
  1 Jul 2020 0 repositories listed
• Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset
  1 Jul 2020 0 repositories listed
• Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes
  1 Jul 2020 0 repositories listed
• Using a one-dimensional convolutional neural network with a conditional generative adversarial network to classify plant electrical signals
  1 Jul 2020 0 repositories listed
• Classification Confidence Estimation with Test-Time Data-Augmentation
  30 Jun 2020 0 repositories listed
• Tackling Occlusion in Siamese Tracking with Structured Dropouts
  30 Jun 2020 0 repositories listed
• Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments
  29 Jun 2020 0 repositories listed
• Generalizable Cone Beam CT Esophagus Segmentation Using Physics-Based Data Augmentation
  28 Jun 2020 0 repositories listed
• Variational Autoencoding of PDE Inverse Problems
  28 Jun 2020 0 repositories listed
• Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer
  27 Jun 2020 0 repositories listed
• Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study
  24 Jun 2020 0 repositories listed
• Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation
  24 Jun 2020 0 repositories listed
• PhishGAN: Data Augmentation and Identification of Homoglpyh Attacks
  24 Jun 2020 0 repositories listed
• AdvAug: Robust Adversarial Augmentation for Neural Machine Translation
  21 Jun 2020 0 repositories listed
• A general framework for defining and optimizing robustness
  19 Jun 2020 0 repositories listed
• Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift
  19 Jun 2020 0 repositories listed
• Keep Your AI-es on the Road: Tackling Distracted Driver Detection with Convolutional Neural Networks and Targeted Data Augmentation
  19 Jun 2020 0 repositories listed
• Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs
  17 Jun 2020 0 repositories listed
• Adaptive County Level COVID-19 Forecast Models: Analysis and Improvement
  16 Jun 2020 0 repositories listed
• Data Augmentation of IMU Signals and Evaluation via a Semi-Supervised Classification of Driving Behavior
  16 Jun 2020 0 repositories listed
• Improving Adversarial Robustness via Unlabeled Out-of-Domain Data
  15 Jun 2020 0 repositories listed
• FenceMask: A Data Augmentation Approach for Pre-extracted Image Features
  14 Jun 2020 0 repositories listed
• Meta Approach to Data Augmentation Optimization
  14 Jun 2020 0 repositories listed
• Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context
  11 Jun 2020 0 repositories listed
• ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation
  11 Jun 2020 0 repositories listed
• Hypernetwork-Based Augmentation
  11 Jun 2020 0 repositories listed
• Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification
  11 Jun 2020 0 repositories listed
• Why Mixup Improves the Model Performance
  11 Jun 2020 0 repositories listed
• A Probabilistic Model for Discriminative and Neuro-Symbolic Semi-Supervised Learning
  10 Jun 2020 0 repositories listed
• Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
  10 Jun 2020 0 repositories listed
• Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
  10 Jun 2020 0 repositories listed
• On the Effectiveness of Neural Text Generation based Data Augmentation for Recognition of Morphologically Rich Speech
  9 Jun 2020 0 repositories listed
• Unsupervised Paraphrase Generation using Pre-trained Language Models
  9 Jun 2020 0 repositories listed
• XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
  9 Jun 2020 0 repositories listed
• The Penalty Imposed by Ablated Data Augmentation
  8 Jun 2020 0 repositories listed
• An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation
  6 Jun 2020 0 repositories listed
• Enhancing Facial Data Diversity with Style-based Face Aging
  6 Jun 2020 0 repositories listed
• Data Augmentation using Generative Adversarial Networks (GANs) for GAN-based Detection of Pneumonia and COVID-19 in Chest X-ray Images
  5 Jun 2020 0 repositories listed
• Learning Neural Light Transport
  5 Jun 2020 0 repositories listed
• Data Augmentation for Enhancing EEG-based Emotion Recognition with Deep Generative Models
  4 Jun 2020 0 repositories listed
• End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020
  4 Jun 2020 0 repositories listed
• Handling missing data in model-based clustering
  4 Jun 2020 0 repositories listed
• A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks
  1 Jun 2020 0 repositories listed
• A U-Net Based Discriminator for Generative Adversarial Networks
  1 Jun 2020 0 repositories listed
• Learning Augmentation Network via Influence Functions
  1 Jun 2020 0 repositories listed
• Probabilistic Structural Latent Representation for Unsupervised Embedding
  1 Jun 2020 0 repositories listed
• Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based Framework
  1 Jun 2020 0 repositories listed
• Pseudo-Representation Labeling Semi-Supervised Learning
  31 May 2020 0 repositories listed
• Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings
  30 May 2020 0 repositories listed
• A Comparative Study of Lexical Substitution Approaches based on Neural Language Models
  29 May 2020 0 repositories listed
• Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms
  29 May 2020 0 repositories listed
• ACGAN-based Data Augmentation Integrated with Long-term Scalogram for Acoustic Scene Classification
  27 May 2020 0 repositories listed
• Generative Adversarial Networks for Bitcoin Data Augmentation
  27 May 2020 0 repositories listed
• Learning Robust Feature Representations for Scene Text Detection
  26 May 2020 0 repositories listed
• Towards a Robust WiFi-based Fall Detection with Adversarial Data Augmentation
  25 May 2020 0 repositories listed
• ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020
  24 May 2020 0 repositories listed
• Microphone Array Based Surveillance Audio Classification
  22 May 2020 0 repositories listed
• ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition
  21 May 2020 0 repositories listed
• Cross-Domain Few-Shot Learning with Meta Fine-Tuning
  21 May 2020 0 repositories listed
• Multistream CNN for Robust Acoustic Modeling
  21 May 2020 0 repositories listed
• Training Keyword Spotting Models on Non-IID Data with Federated Learning
  21 May 2020 0 repositories listed
• Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey
  19 May 2020 0 repositories listed
• Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets
  19 May 2020 0 repositories listed
• Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification
  18 May 2020 0 repositories listed
• On the effectiveness of GAN generated cardiac MRIs for segmentation
  18 May 2020 0 repositories listed